Open Access
Development of machine learning-based models to predict 10-year risk of cardiovascular disease: a prospective cohort study
Jia You, Yu Guo, Ju-Jiao Kang, Hui-Fu Wang, Ming Yang, Jian-Feng Feng, Jin-Tai Yu, Wei Cheng
DOI: 10.1136/svn-2023-002332 Published 29 December 2023
Jia You
1
Institute of Science and Technology for Brain-Inspired Intelligence, Department of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China
Yu Guo
1
Institute of Science and Technology for Brain-Inspired Intelligence, Department of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China
Ju-Jiao Kang
1
Institute of Science and Technology for Brain-Inspired Intelligence, Department of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China
Hui-Fu Wang
1
Institute of Science and Technology for Brain-Inspired Intelligence, Department of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China
Ming Yang
1
Institute of Science and Technology for Brain-Inspired Intelligence, Department of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China
Jian-Feng Feng
1
Institute of Science and Technology for Brain-Inspired Intelligence, Department of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China
2
Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China
3
Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China
4
School of Data Science, Fudan University, Shanghai, China
5
Fudan ISTBI—ZJNU Algorithm Centre for Brain-inspired Intelligence, Zhejiang Normal University, Zhejiang, China
Jin-Tai Yu
1
Institute of Science and Technology for Brain-Inspired Intelligence, Department of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China
Wei Cheng
1
Institute of Science and Technology for Brain-Inspired Intelligence, Department of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China
2
Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, China
5
Fudan ISTBI—ZJNU Algorithm Centre for Brain-inspired Intelligence, Zhejiang Normal University, Zhejiang, China
6
Shanghai Medical College and Zhongshan Hospital Immunotherapy Technology Transfer Center, Fudan University, Shanghai, China

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Development of machine learning-based models to predict 10-year risk of cardiovascular disease: a prospective cohort study
Jia You, Yu Guo, Ju-Jiao Kang, Hui-Fu Wang, Ming Yang, Jian-Feng Feng, Jin-Tai Yu, Wei Cheng
Stroke and Vascular Neurology Dec 2023, 8 (6) 475-485; DOI: 10.1136/svn-2023-002332

Development of machine learning-based models to predict 10-year risk of cardiovascular disease: a prospective cohort study
Jia You, Yu Guo, Ju-Jiao Kang, Hui-Fu Wang, Ming Yang, Jian-Feng Feng, Jin-Tai Yu, Wei Cheng
Stroke and Vascular Neurology Dec 2023, 8 (6) 475-485; DOI: 10.1136/svn-2023-002332